• DocumentCode
    2372932
  • Title

    Error-related potential recorded by EEG in the context of a p300 mind speller brain-computer interface

  • Author

    Combaz, Adrien ; Chumerin, Nikolay ; Manyakov, Nikolay V. ; Robben, Arne ; Suykens, Johan A K ; Van Hulle, Marc M.

  • Author_Institution
    Lab. voor Neuro- en Psychofysiologie, K.U.Leuven, Leuven, Belgium
  • fYear
    2010
  • fDate
    Aug. 29 2010-Sept. 1 2010
  • Firstpage
    65
  • Lastpage
    70
  • Abstract
    The Mind Speller® is a Brain-Computer Interface (BCI) which enables subjects to spell text on a computer screen by detecting P300 Event-Related Potentials in their electroencephalograms (EEG). This BCI application is of particular interest for disabled patients who have lost all means of verbal and motor communication. Error-related Potentials (ErrP) in the EEG are generated by the subject´s perception of an error. We report on the possibility of using this ErrP for improving the performance of our Mind Speller®. We tested 6 subjects and recorded several typing sessions for each of them. Responses to correct and incorrect performances of the BCI are recorded and compared. The shape of the received ErrP is compared to other studies. The detection of this ErrP and its integration in the Mind Speller® are discussed.
  • Keywords
    brain-computer interfaces; electroencephalography; handicapped aids; computer screen; disabled patient; electroencephalogram; error related potential recorded; event related potential; mind speller brain computer interface; motor communication; verbal communication; Context; Electric potential; Electrodes; Electroencephalography; Shape; Signal to noise ratio; Training;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning for Signal Processing (MLSP), 2010 IEEE International Workshop on
  • Conference_Location
    Kittila
  • ISSN
    1551-2541
  • Print_ISBN
    978-1-4244-7875-0
  • Electronic_ISBN
    1551-2541
  • Type

    conf

  • DOI
    10.1109/MLSP.2010.5589217
  • Filename
    5589217